


| Art | Cartoon | Photo | Sketch | Avg. | ||
| ✓ | 76.1 | 73.8 | 94.9 | 69.4 | 78.5 | |
| ✓ | ✓ | 78.4 | 72.7 | 94.7 | 59.5 | 76.3 |
| ✓ | ✓ | 81.8 | 76.5 | 94.9 | 71.2 | 81.1 |
| ✓ | ✓✓ | 82.7 | 75.4 | 95.4 | 71.5 | 81.2 |
| ✓ | ✓✓✓ | 82.3 | 76.5 | 95.1 | 72.6 | 81.6 |
| 艺术(Art) | 卡通(Cartoon) | 照片(Photo) | 素描(Sketch) | 平均(Avg.) | ||
| ✓ | 76.1 | 73.8 | 94.9 | 69.4 | 78.5 | |
| ✓ | ✓ | 78.4 | 72.7 | 94.7 | 59.5 | 76.3 |
| ✓ | ✓ | 81.8 | 76.5 | 94.9 | 71.2 | 81.1 |
| ✓ | ✓✓ | 82.7 | 75.4 | 95.4 | 71.5 | 81.2 |
| ✓ | ✓✓✓ | 82.3 | 76.5 | 95.1 | 72.6 | 81.6 |
| Method | Clipart | Infograph | Painting | Quickdraw | Sketch | Avg. |
| SPNet | 26.0 | 16.9 | 23.8 | 8.2 | 21.8 | 19.4 |
| mixup+SPNet | 27.2 | 16.9 | 24.7 | 8.5 | 21.3 | 19.7 |
| Epi-FCR+SPNet | 26.4 | 16.7 | 24.6 | 9.2 | 23.2 | 20.0 |
| CuMix | 27.6 | 17.8 | 25.5 | 9.9 | 22.6 | 20.7 |
| 方法 | 剪贴画 | 信息图 | 绘画 | 快速绘图 | 素描 | 平均值 |
| SP网络(SPNet) | 26.0 | 16.9 | 23.8 | 8.2 | 21.8 | 19.4 |
| 混合增强+SP网络(mixup+SPNet) | 27.2 | 16.9 | 24.7 | 8.5 | 21.3 | 19.7 |
| 表型特征对比正则化+SP网络(Epi-FCR+SPNet) | 26.4 | 16.7 | 24.6 | 9.2 | 23.2 | 20.0 |
| CuMix(未找到通用译法,保留原文) | 27.6 | 17.8 | 25.5 | 9.9 | 22.6 | 20.7 |